Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "142"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 142 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 231 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 221 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_425/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 142, Node 13:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.584434 12.004407 -0.364365 80.921375 -0.106743 26.884570 -0.352275 31.208944 0.8022 0.0675 0.4805 13.917269 1.465581
2459593 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.871190 18.969505 -0.009053 85.510581 0.666825 37.855968 0.623695 11.201099 0.7515 0.0644 0.4812 5.467202 1.548135
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.524405 1.435516 -0.115182 7.271812 -1.000880 1.376950 -1.797130 0.106591 0.0468 0.0350 0.0048 nan nan
2459591 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.597027 21.257501 -0.244292 99.409130 -0.078087 32.516011 -0.803747 1.240771 0.6914 0.0642 0.4527 4.403932 1.354264
2459590 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 3.767015 24.914637 -0.412196 92.611398 0.041182 34.956950 -0.534385 4.163995 0.6896 0.0652 0.4485 5.356468 1.432254
2459589 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.389536 22.244916 -0.734067 85.887549 0.826567 21.959266 0.364677 16.743369 0.7307 0.0685 0.4469 7.786404 1.668793
2459588 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.513587 16.157678 0.311099 105.099246 0.614660 25.114622 0.516859 13.188414 0.7940 0.0698 0.4791 7.986373 1.329524
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 354.833874 354.669158 inf inf 103.104237 103.251810 581.807603 604.428920 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.494387 20.415488 -0.821140 32.418284 -0.141502 11.593565 0.260444 6.165023 0.6732 0.0637 0.4612 4.272708 1.430605
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.015955 24.812417 -1.085038 10.942967 -0.786549 10.189957 -1.044232 3.091656 0.0421 0.0402 0.0075 0.000000 0.000000
2459584 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 4.197501 28.016892 4.516809 115.688741 1.605739 18.174710 7.522868 13.865156 0.6311 0.0491 0.4223 0.000000 0.000000
2459583 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.011532 20.808876 0.849913 35.679682 -0.217228 23.647529 -0.059111 0.188735 0.6920 0.0614 0.4612 8.536731 1.080544
2459582 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.546261 17.710645 1.000157 32.417146 -0.048704 28.531760 -0.582307 0.333511 0.6933 0.0552 0.4727 8.542959 1.539678
2459581 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.812503 24.429426 0.282508 36.592188 -0.359712 23.030271 0.823352 0.363735 0.7011 0.0625 0.4608 4.279544 1.566272
2459580 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.543527 18.675537 1.120953 37.470799 0.087036 24.304502 3.149362 0.129260 0.6919 0.0624 0.4674 0.000000 0.000000
2459579 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.476093 18.462710 1.294712 42.576614 -0.086551 27.507591 -0.376017 1.489072 0.6907 0.0583 0.4586 5.100183 1.697419
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.100105 1.450238 -0.480412 2.755490 1.916114 0.366911 0.893003 0.857192 0.0546 0.0414 0.0132 nan nan
2459577 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.849527 23.510125 0.274621 34.215985 -0.238780 24.910837 0.506675 0.382251 0.6878 0.0575 0.4835 5.085204 1.613590
2459576 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.583618 18.033739 0.052343 27.453565 0.105273 21.955153 -0.022434 1.049350 0.7149 0.0593 0.4391 5.729705 1.649861
2459575 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.968912 18.397227 0.210099 27.254497 -0.563970 17.096090 0.226092 5.987018 0.7710 0.0720 0.4659 11.360897 1.454820
2459574 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.648008 17.231175 -0.109378 26.083438 0.353420 24.317958 0.132835 0.636654 0.7085 0.0558 0.4181 6.766059 1.616288
2459573 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.757615 17.914217 1.387297 44.847683 -0.079555 28.478946 -0.124969 1.328604 0.7128 0.0579 0.4328 5.216162 1.422073
2459572 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.600725 17.929189 0.219002 26.236463 -0.178893 18.095779 -0.650303 2.474579 0.7138 0.0620 0.4346 4.438100 1.622672
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.273669 1.151395 -0.412697 2.842429 -0.131659 0.200429 0.528717 0.986178 0.0362 0.0318 0.0030 nan nan
2459570 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.386575 21.792423 -0.413679 27.611392 0.157554 1.797524 0.307577 3.186149 0.7116 0.0825 0.4338 0.000000 0.000000
2459569 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.281161 21.410918 0.025040 34.044521 0.055407 10.567704 -0.009391 8.742257 0.7850 0.0950 0.4261 5.561722 1.568439
2459566 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.679543 17.212566 0.425462 34.015599 0.066878 21.776602 0.278198 -0.192196 0.7052 0.0503 0.4026 5.160719 1.652227
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% 0.176781 0.176781 0.138346 0.138346 0.470698 0.470698 0.005728 0.005728 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.725437 16.412175 -0.494374 36.138318 1.495013 2.391671 1.541362 0.880594 0.7250 0.0622 0.4692 4.884773 1.351568
2459563 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.912216 18.358507 -0.327154 68.938114 0.199665 22.468486 2.255688 1.474472 0.7186 0.0598 0.4674 4.229436 1.526913
2459562 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.326164 11.490464 -1.009106 17.780492 -0.098000 2.752962 0.953690 0.646072 0.7216 0.0606 0.4737 3.423379 1.447610
2459561 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.555457 12.325141 -1.154459 16.935304 -0.487477 3.015626 0.395763 0.955256 0.7190 0.0635 0.4701 3.092289 1.445723
2459560 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.179070 11.236201 -0.889425 17.175303 0.099973 3.106456 1.467096 0.445017 0.7168 0.0597 0.4690 3.493664 1.457883
2459559 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.929352 14.236437 -0.940875 18.855436 -0.192686 3.427429 0.052754 0.814916 0.7147 0.0638 0.4624 2.991263 1.406731
2459558 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 6.561077 18.528264 0.650410 36.048135 0.306861 23.468631 0.081511 1.167733 0.7184 0.0606 0.4597 4.131765 1.542961
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0585 0.0421 0.0094 nan nan
2459556 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 8.525339 19.042186 0.504617 39.028608 -0.000909 21.128532 -0.267036 2.912028 0.7105 0.0621 0.4620 3.605817 1.477127
2459554 RF_maintenance - 0.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7140 0.0593 0.4588 nan nan
2459553 RF_maintenance - 0.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7095 0.0637 0.4650 nan nan
2459552 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.946160 22.616178 1.448067 51.482157 2.687886 32.095581 0.135293 2.872528 0.7254 0.0557 0.4695 7.909229 1.520904
2459551 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.297799 11.054487 -1.281249 20.899833 -0.628915 4.246308 0.771096 0.971409 0.7222 0.0601 0.4666 3.455488 1.455664
2459550 RF_maintenance - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0528 0.0463 0.0025 nan nan
2459549 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.853238 16.728515 0.770554 38.893660 -0.213377 23.077303 0.921237 1.011562 0.7180 0.0553 0.4701 3.772213 1.549852
2459542 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.170954 24.111404 -0.730911 78.768010 1.460364 1.911705 0.542066 1.031210 0.7623 0.0583 0.4800 3.900455 1.454942
2459541 RF_maintenance 100.00% 1.34% 100.00% 0.00% 100.00% 0.00% 2.115191 11.110811 1.162227 39.319868 0.127318 241.520741 1.157569 7.570882 0.7585 0.0668 0.4597 4.904677 1.384662
2459540 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.891716 16.815781 -1.399834 17.929044 -0.811646 5.202255 0.079785 0.787536 0.7651 0.0602 0.4700 3.534258 1.464550
2459536 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.352813 27.758400 1.580882 66.936185 0.880509 31.682870 0.235568 1.882418 0.7494 0.0539 0.4257 6.774670 1.504553
2459535 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 0.099100 13.543359 -1.137524 16.461901 -0.485044 5.425281 0.266981 0.214437 0.7972 0.0666 0.4229 3.438862 1.497625
2459534 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.236533 13.843582 -1.133760 15.229484 0.100828 3.806755 1.240263 -0.087817 0.7816 0.0551 0.3411 3.923602 1.514381
2459533 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.871039 20.562496 1.200974 36.518232 -0.018989 20.803189 1.205572 1.336863 0.7370 0.0516 0.3852 4.052281 1.342545
2459532 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.431494 23.754733 1.566612 49.485763 0.142409 25.517806 0.897282 0.705162 0.7430 0.0548 0.3900 4.929870 1.455168
2459530 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% -0.219818 12.070583 -0.998183 15.462283 -0.762752 4.276366 1.785364 0.369591 0.7578 0.0632 0.3725 3.607997 1.600618
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 3.475919 28.600872 1.391072 55.141030 0.976914 34.926500 2.201850 0.415078 0.9144 0.0749 0.5292 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 3.965170 23.738669 0.822906 52.704407 1.152842 29.423552 3.412784 1.981408 nan nan nan 6.668492 1.711328
2459522 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 3.592354 24.641000 1.065217 53.503353 1.263296 23.507322 2.424047 1.555389 0.7208 0.0581 0.4629 5.335772 1.409794
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.436035 1.587422 -0.584509 3.067264 1.971396 1.235107 0.884000 0.472760 0.0685 0.0693 0.0072 nan nan
2459508 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 1.800519 31.620055 0.952858 51.949728 -0.176124 15.597927 0.868726 14.590339 0.9223 0.0849 0.5315 0.000000 0.000000
2459505 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 2.348397 30.676442 1.248494 50.266564 1.391155 10.120297 1.169630 1.625853 0.8852 0.0632 0.6203 17.785488 1.947196
2459503 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 3.860450 30.382259 1.792789 84.948596 1.799519 33.299241 2.307697 2.788898 0.8906 0.0635 0.6893 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 142: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 69.757526 26.135536 29.822714 8.020212 69.757526 39.457161 47.582610 1.386313 0.676948

Antenna 142: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 26.688453 26.688453 23.617615 21.026226 5.306251 22.411636 21.038889 5.483440 6.307051

Antenna 142: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 23.857707 23.857707 20.133649 10.615989 6.875933 12.628951 13.104426 3.050497 3.236755

Antenna 142: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 6.223919 3.416737 3.972349 4.461273 6.223919 0.009795 1.207993 0.499849 0.461272

Antenna 142: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Temporal Variability 21.972955 16.874650 15.123407 13.166010 8.990542 21.972955 17.183453 2.483217 2.272559

Antenna 142: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Temporal Variability 37.398956 23.543639 25.647935 7.215611 10.016577 16.550292 37.398956 1.705543 1.988022

Antenna 142: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 90.694434 27.760132 25.431086 90.694434 48.883389 19.814143 13.512229 8.888219 10.651410

Antenna 142: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 36.503488 15.677841 16.690888 19.059798 36.503488 0.691165 4.098103 6.075351 5.649053

Antenna 142: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 34.656441 16.368199 17.310778 34.656441 19.320640 3.890372 1.955311 4.174981 4.655143

Antenna 142: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 59.842751 26.022821 23.496573 59.842751 34.552894 13.018428 6.498111 4.779879 4.113732

Antenna 142: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 76.151506 29.599091 26.836743 76.151506 41.519158 16.766697 10.693955 4.409346 6.400506

Antenna 142: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 84.380886 27.793931 30.990187 45.230489 84.380886 8.901622 15.890979 9.908857 8.745211

Antenna 142: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 37.314546 20.388658 21.447817 19.976291 37.314546 2.064931 4.863130 6.864345 5.619679

Antenna 142: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 34.279798 19.845875 19.359459 34.279798 18.620401 4.579578 4.428875 3.943561 5.313719

Antenna 142: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 97.929156 36.023412 33.294260 97.929156 54.305469 16.713662 18.387412 7.975524 9.869359

Antenna 142: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 40.777328 19.682112 21.392780 23.533636 40.777328 2.153949 5.502089 2.966278 5.419771

Antenna 142: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 142: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 77.979643 1.595621 31.743573 6.256656 77.979643 5.420623 29.243964 7.386924 15.267910

Antenna 142: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 27.589918 0.769236 13.318816 2.034210 27.589918 0.792411 2.906395 1.292304 3.615752

Antenna 142: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 41.765967 0.608044 21.836210 3.314099 41.765967 0.756337 5.258095 1.608671 4.623068

Antenna 142: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 39.174587 15.114947 0.652025 39.174587 2.946410 5.886801 2.123231 4.972404 1.792629

Antenna 142: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 37.502896 1.035886 22.855835 3.103201 37.502896 2.067719 8.139437 3.079717 3.665866

Antenna 142: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 32.231359 0.507164 18.891153 2.461578 32.231359 1.706884 5.942339 3.505643 4.007248

Antenna 142: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 40.163397 25.919050 1.008913 40.163397 3.320322 7.009826 1.982008 4.471309 2.288766

Antenna 142: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 91.753242 1.833410 29.661922 8.234682 91.753242 7.031602 18.575400 3.279550 5.094439

Antenna 142: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 94.200011 2.049180 32.579757 7.041403 94.200011 7.541777 25.982429 3.187930 4.163664

Antenna 142: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 39.751711 1.012874 24.187245 3.302890 39.751711 1.866107 5.079323 2.775623 5.405726

Antenna 142: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 50.756492 0.761586 23.006300 4.409785 50.756492 2.683175 9.372795 2.567324 5.521823

Antenna 142: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 13.132007 1.210982 13.132007 1.043181 6.876996 -0.477441 -0.505923 2.206171 2.895767

Antenna 142: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 Not Found nn Shape 24.089519 24.089519 3.297896 10.134711 2.524768 -1.116681 -0.593268 -3.427764 -2.901228

Antenna 142: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 34.674562 23.620740 0.955728 34.674562 2.628693 6.071864 1.991182 5.040185 3.073768

Antenna 142: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 14.386002 1.159033 14.386002 1.596854 7.356347 0.555747 0.400107 6.383466 3.147391

Antenna 142: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 140.903223 1.674486 29.142188 11.532410 140.903223 7.585934 24.957386 3.597877 8.490997

Antenna 142: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 15.259795 1.586655 15.259795 2.603271 10.351193 -0.590734 0.357021 1.682881 1.803112

Antenna 142: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 29.375644 29.375644 5.588417 12.753037 3.107399 -0.582470 -2.105193 2.616101 2.655199

Antenna 142: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 17.510530 2.252228 17.510530 3.512595 14.620203 -0.547763 0.160590 3.133324 3.635631

Antenna 142: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 109.835546 1.627856 27.143465 10.052784 109.835546 4.882827 23.461448 4.095927 7.654906

Antenna 142: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 44.098558 16.903476 -0.152553 44.098558 1.986435 7.328086 1.464263 5.127575 1.230467

Antenna 142: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 14.860274 14.860274 0.504209 6.711983 0.408983 0.132683 -0.666852 1.957734 1.253683

Antenna 142: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 13.615427 13.615427 -0.400099 6.782963 -0.383599 1.089080 -0.409885 1.863741 0.578208

Antenna 142: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 142: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 85.377034 28.154758 1.585151 85.377034 -0.679527 34.986628 1.481770 5.887334 0.475707

Antenna 142: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 13.766769 -0.629718 13.766769 -0.414781 6.909324 -0.085264 1.094265 0.563955 1.981737

Antenna 142: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 12.130772 12.130772 -0.797866 7.353066 -0.632085 1.131757 0.153624 1.012467 0.002582

Antenna 142: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 9.233546 9.233546 -0.705403 5.306332 -0.514144 0.978256 0.414916 2.340861 0.695521

Antenna 142: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 13.907606 13.907606 -0.495844 6.694820 -0.503996 0.982460 1.944580 2.628212 0.779009

Antenna 142: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 10.840363 10.840363 -0.775332 5.859615 -0.577538 0.686999 0.097002 1.087616 0.060702

Antenna 142: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 116.089525 1.765465 32.581812 -0.083814 116.089525 -0.244227 21.115703 0.398381 12.246727

Antenna 142: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 9.710842 -0.861250 9.710842 -0.656971 6.680634 0.884255 -0.409555 0.631318 0.336067

Antenna 142: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 10.627885 10.627885 -0.745659 5.489323 -0.424729 -0.823917 1.719846 1.729791 0.424199

Antenna 142: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 12.249240 -0.349937 12.249240 -0.358783 7.680306 1.778341 -0.153764 0.769606 2.456096

Antenna 142: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 12.085350 -0.297724 12.085350 -0.643101 5.815967 0.098013 0.379628 0.470213 1.899331

Antenna 142: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 10.896876 -0.560879 10.896876 -0.326989 5.543083 -0.072054 0.154462 0.712197 2.644536

Antenna 142: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 109.630078 1.386218 26.178684 -0.788529 109.630078 -0.884796 24.796548 -0.022250 11.508389

Antenna 142: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Shape 13.735852 13.735852 -0.454850 6.712506 -0.292506 0.978430 -0.012893 2.491530 0.413767

Antenna 142: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power inf 388.596978 388.785568 inf inf 2286.910783 2165.281868 9205.466407 9406.434699

Antenna 142: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 2.933038 2.673806 -0.142056 2.933038 -0.562067 0.492119 -0.511134 0.755318 -0.318271

Antenna 142: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 digital_ok nn Power 3.242852 2.434739 0.044820 3.242852 -0.392413 -0.344004 -0.517541 0.523290 -0.225565

Antenna 142: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 RF_maintenance nn Power 116.281163 1.579030 24.866281 -0.748539 116.281163 -0.656206 25.111375 0.462684 16.236217

Antenna 142: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 RF_maintenance nn Power 1.308989 -0.197464 -0.710851 1.308989 0.222477 0.594715 0.318877 0.258326 -0.146903

Antenna 142: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 RF_maintenance nn Power 2.612753 1.739319 0.039562 2.612753 -0.369897 0.833541 -0.924986 0.394366 -0.223609

Antenna 142: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 RF_maintenance nn Shape 11.500257 11.500257 -0.119182 9.085833 -0.872242 0.240530 0.287169 2.396988 0.735361

Antenna 142: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 RF_maintenance nn Power 12.355335 10.324793 0.129016 12.355335 -0.677075 0.250478 0.805080 3.085738 0.174442

Antenna 142: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 RF_maintenance nn Power 66.274719 1.689207 23.572065 -0.933815 66.274719 -0.256595 11.310934 -0.068333 4.889354

Antenna 142: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 RF_maintenance nn Power 36.000393 24.071306 2.256991 36.000393 -0.456508 11.574079 1.059562 3.564865 0.210077

Antenna 142: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 RF_maintenance ee Shape 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000

Antenna 142: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 RF_maintenance nn Temporal Variability -0.526778 -0.554007 -0.554007 -0.576212 -0.576212 -0.526778 -0.526778 -0.577270 -0.577270

Antenna 142: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 N13 RF_maintenance ee Temporal Discontinuties -0.837493 -0.852730 -0.852730 -0.858707 -0.858707 -0.943859 -0.943859 -0.837493 -0.837493

Antenna 142: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 N13 RF_maintenance nn Power 73.975173 29.419808 1.691880 73.975173 -0.770288 18.897546 -0.885142 5.119826 -0.280914

Antenna 142: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 72.303962 2.293390 18.660537 -0.554694 72.303962 0.044626 15.444027 -0.371262 19.371852

Antenna 142: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 38.937147 4.201433 16.490830 -0.579862 38.937147 -0.582375 7.615878 -0.288437 10.252986

Antenna 142: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 68.397400 0.994524 22.096876 -0.903076 68.397400 0.810281 7.749723 -0.031684 6.331377

Antenna 142: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 72.666614 1.439427 21.295729 -0.670401 72.666614 0.581108 11.042458 -0.434826 8.386539

Antenna 142: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 53.263158 1.315312 25.180672 -0.085458 53.263158 0.547202 26.402378 0.009784 5.390306

Antenna 142: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 142: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 64.971207 16.546179 1.348423 64.971207 -0.696706 4.709804 2.072169 11.568110 0.628593

Antenna 142: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 48.599948 20.046895 1.307631 48.599948 -0.721012 9.975280 -0.134649 0.150768 -0.597545

Antenna 142: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 47.528006 22.522111 1.590333 47.528006 -0.653869 9.217733 -0.045923 0.255609 -0.138970

Antenna 142: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 59.992109 1.389903 22.343924 -0.741025 59.992109 -0.448755 5.950497 -1.068838 0.340048

Antenna 142: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 71.781860 25.207549 1.642557 71.781860 -0.472602 18.489079 -0.018529 3.480348 -0.236277

Antenna 142: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 59.800700 1.415264 23.282559 -0.846374 59.800700 0.092420 22.471978 -0.465846 3.236081

Antenna 142: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 62.105054 25.378998 1.752643 62.105054 -0.764819 15.019570 0.218123 2.530000 -0.348547

Antenna 142: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 142: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 62.096540 21.439742 1.570464 62.096540 -0.721570 9.824751 0.133753 0.636297 -0.367925

Antenna 142: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 62.985712 28.473409 1.811611 62.985712 -0.653859 36.693500 -0.435864 5.984549 -0.010016

Antenna 142: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 142: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 142: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 85.534880 1.737725 23.966259 -0.778808 85.534880 -0.726928 32.173141 1.093100 27.508716

Antenna 142: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 64.356545 1.670147 25.318419 -0.749849 64.356545 -0.670108 18.885764 0.146105 7.522022

Antenna 142: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance ee Temporal Discontinuties 1.266947 -0.596518 0.116829 0.017934 -0.762348 -0.089212 -1.346724 1.266947 -0.810003

Antenna 142: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 124.330904 30.353822 2.018481 124.330904 -0.804817 54.393664 -0.047995 6.372338 0.260455

Antenna 142: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Shape 12.653966 -0.483303 12.653966 -0.659888 9.142283 0.173517 2.151493 1.518121 2.837403

Antenna 142: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 95.213317 25.594324 2.057707 95.213317 -0.847158 28.550388 -0.341451 14.111823 1.126845

Antenna 142: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 85.046423 1.725432 20.615657 -0.266984 85.046423 -0.538883 31.914655 -0.110833 4.822342

Antenna 142: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 71.299299 23.508915 1.927981 71.299299 -0.700386 32.567202 -0.377571 7.598287 -0.336482

Antenna 142: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 61.288305 23.580018 1.218325 61.288305 -0.864743 22.407138 -0.249113 8.660525 -0.125412

Antenna 142: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 78.590660 26.600368 2.339953 78.590660 -0.591384 29.844254 -0.396627 9.178841 0.340789

Antenna 142: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 142: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Shape 15.077875 -0.193248 15.077875 -0.376845 10.526194 0.506467 0.786499 0.846108 1.521581

Antenna 142: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
142 13 RF_maintenance nn Power 61.089586 27.274278 4.128541 61.089586 -0.647135 29.835735 -0.182127 1.879404 -0.249673